A journal of IEEE and CAA , publishes high-quality papers in English on original theoretical/experimental research and development in all areas of automation
Advanced Search
Volume 10 Issue 5
May  2023

IEEE/CAA Journal of Automatica Sinica

  • JCR Impact Factor: 11.8, Top 4% (SCI Q1)
    CiteScore: 17.6, Top 3% (Q1)
    Google Scholar h5-index: 77， TOP 5
Turn off MathJax
Article Contents
Article Navigation >  IEEE/CAA Journal of Automatica Sinica  > 2023  >  10(5): 1319-1321
L. F. Hua, K. B. Shi, Z.-G. Wu, S. Han, and S. M. Zhong, “Sliding mode control for recurrent neural networks with time-varying delays and impulsive effects,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 5, pp. 1319–1321, May 2023. doi: 10.1109/JAS.2023.123372
Citation: L. F. Hua, K. B. Shi, Z.-G. Wu, S. Han, and S. M. Zhong, “Sliding mode control for recurrent neural networks with time-varying delays and impulsive effects,” IEEE/CAA J. Autom. Sinica, vol. 10, no. 5, pp. 1319–1321, May 2023. doi: 10.1109/JAS.2023.123372
shu

Sliding Mode Control for Recurrent Neural Networks With Time-Varying Delays and Impulsive Effects

doi: 10.1109/JAS.2023.123372
  • 1.

    School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China

  • 2.

    School of Electronic Information and Electrical Engineering, Chengdu University, Chengdu 610106, China

  • 3.

    Institute of Cyber-Systems and Control, Zhejiang University, Hangzhou 310027, China

  • 4.

    Department of Electrical Engineering and Convergence IT Engineering, Pohang University of Science and Technology, Pohang 37673, South Korea

  • 5.

    School of Mathematics Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China

More Information
    Abstract
    • FullText(HTML)
  • loading
    • References(16)
  • [1]
    H. Zhang, Z. Wang, and D. Liu, “A comprehensive review of stability analysis of continuous-time recurrent neural networks,” IEEE Trans. Neural Networks and Learning Systems, vol. 25, no. 7, pp. 1229–1262, 2014. doi: 10.1109/TNNLS.2014.2317880
    [2]
    J. Cao and J. Wang, “Global asymptotic and robust stability of recurrent neural networks with time delays,” IEEE Trans. Circuits and Systems I: Regular Papers, vol. 52, no. 2, pp. 417–426, 2005. doi: 10.1109/TCSI.2004.841574
    [3]
    B. Tao, M. Xiao, W. X. Zheng, J. Cao, and J. Tang, “Dynamics analysis and design for a bidirectional super-ring-shaped neural network with n neurons and multiple delays,” IEEE Trans. Neural Networks and Learning Systems, vol. 32, no. 7, pp. 2978–2992, 2021. doi: 10.1109/TNNLS.2020.3009166
    [4]
    J. Fei and L. Liu, “Real-time nonlinear model predictive control of active power filter using self-feedback recurrent fuzzy neural network estimator,” IEEE Trans. Industrial Electronics, vol. 69, no. 8, pp. 8366–8376, 2022. doi: 10.1109/TIE.2021.3106007
    [5]
    L. Hua, H. Zhu, S. Zhong, Y. Zhang, K. Shi, and O.-M. Kwon, “Fixed-time stability of nonlinear impulsive systems and its application to inertial neural networks,” IEEE Trans. Neural Networks and Learning Systems, pp. 1–12, 2022. DOI: 10.1109/TNNLS.2022.3185664
    [6]
    B. Jiang, J. Lu, and Y. Liu, “Exponential stability of delayed systems with average-delay impulses,” SIAM J. Control Optimization, vol. 58, no. 6, pp. 3763–3784, 2020. doi: 10.1137/20M1317037
    [7]
    P. Naghshtabrizi, J. P. Hespanha, and A. R. Teel, “Stability of delay impulsive systems with application to networked control systems,” Trans. Institute Measurement Control, vol. 32, no. 5, pp. 511–528, 2010. doi: 10.1177/0142331208097841
    [8]
    Y. Wang, X. Li, and S. Song, “Input-to-state stabilization of nonlinear impulsive delayed systems: An observer-based control approach,” IEEE/CAA J. Autom. Sinica, vol. 9, no. 7, pp. 1273–1283, Jul. 2022. doi: 10.1109/JAS.2022.105422
    [9]
    J. Fei, Z. Wang, and Q. Pan, “Self-constructing fuzzy neural fractional-order sliding mode control of active power filter,” IEEE Trans. Neural Networks Learning Syst., pp. 1–12, 2022. DOI: 10.1109/TNNLS.2022.3169518
    [10]
    L. Wu, J. Liu, S. Vazquez, and S. K. Mazumder, “Sliding mode control in power converters and drives: A review,” IEEE/CAA J. Autom. Sinica, vol. 9, no. 3, pp. 392–406, Mar. 2022. doi: 10.1109/JAS.2021.1004380
    [11]
    W. H. Chen, X. Deng, and W. X. Zheng, “Sliding-mode control for linear uncertain systems with impulse effects via switching gains,” IEEE Trans. Automatic Control, vol. 67, no. 4, pp. 2044–2051, 2022. doi: 10.1109/TAC.2021.3073099
    [12]
    X. Li and Y. Zhao, “Sliding mode control for linear impulsive systems with matched disturbances,” IEEE Trans. Autom. Control, vol. 67, no. 11, pp. 6203–6210, 2022.
    [13]
    J. Song, Y. Niu, and Y. Zou, “Finite-time stabilization via sliding mode control,” IEEE Trans. Automatic Control, vol. 62, no. 3, pp. 1478–1483, 2017. doi: 10.1109/TAC.2016.2578300
    [14]
    F. Zhang, “High-speed nonsingular terminal switched sliding mode control of robot manipulators,” IEEE/CAA J. Autom. Sinica, vol. 4, no. 4, pp. 775–781, 2016.
    [15]
    J. J. Xiong, G. B. Zhang, J. X. Wang, and T. H. Yan, “Improved sliding mode control for finite-time synchronization of nonidentical delayed recurrent neural networks,” IEEE Trans. Neural Networks Learning Syst., vol. 31, no. 6, pp. 2209–2216, 2020. doi: 10.1109/TNNLS.2019.2927249
    [16]
    H. Yan, H. Zhang, X. Zhan, Y. Wang, S. Chen, and F. Yang, “Event-triggered sliding mode control of switched neural networks with mode-dependent average dwell time,” IEEE Trans. Syst.,Man,and Cybernetics: Syst., vol. 51, no. 2, pp. 1233–1243, 2021. doi: 10.1109/TSMC.2019.2894984
    • Related Articles
    • Supplements(0)

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(2)

    Get Citation
    PDF
    XML

    Article Metrics

    Article views (297) PDF downloads(61) Cited by()

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return